Functional filter for whole-genome sequencing data identifies HHT and stress-associated non-coding SMAD4 polyadenylation site variants >5 kb from coding DNA

Despite whole-genome sequencing (WGS), many cases of single-gene disorders remain unsolved, impeding diagnosis and preventative care for people whose disease-causing variants escape detection. Since early WGS data analytic steps prioritize protein-coding sequences, to simultaneously prioritize varia...

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Veröffentlicht in:American journal of human genetics 2023-11, Vol.110 (11), p.1903-1918
Hauptverfasser: Xiao, Sihao, Kai, Zhentian, Murphy, Daniel, Li, Dongyang, Patel, Dilip, Bielowka, Adrianna M., Bernabeu-Herrero, Maria E., Abdulmogith, Awatif, Mumford, Andrew D., Westbury, Sarah K., Aldred, Micheala A., Vargesson, Neil, Caulfield, Mark J., Shovlin, Claire L.
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container_end_page 1918
container_issue 11
container_start_page 1903
container_title American journal of human genetics
container_volume 110
creator Xiao, Sihao
Kai, Zhentian
Murphy, Daniel
Li, Dongyang
Patel, Dilip
Bielowka, Adrianna M.
Bernabeu-Herrero, Maria E.
Abdulmogith, Awatif
Mumford, Andrew D.
Westbury, Sarah K.
Aldred, Micheala A.
Vargesson, Neil
Caulfield, Mark J.
Shovlin, Claire L.
description Despite whole-genome sequencing (WGS), many cases of single-gene disorders remain unsolved, impeding diagnosis and preventative care for people whose disease-causing variants escape detection. Since early WGS data analytic steps prioritize protein-coding sequences, to simultaneously prioritize variants in non-coding regions rich in transcribed and critical regulatory sequences, we developed GROFFFY, an analytic tool that integrates coordinates for regions with experimental evidence of functionality. Applied to WGS data from solved and unsolved hereditary hemorrhagic telangiectasia (HHT) recruits to the 100,000 Genomes Project, GROFFFY-based filtration reduced the mean number of variants/DNA from 4,867,167 to 21,486, without deleting disease-causal variants. In three unsolved cases (two related), GROFFFY identified ultra-rare deletions within the 3′ untranslated region (UTR) of the tumor suppressor SMAD4, where germline loss-of-function alleles cause combined HHT and colonic polyposis (MIM: 175050). Sited >5.4 kb distal to coding DNA, the deletions did not modify or generate microRNA binding sites, but instead disrupted the sequence context of the final cleavage and polyadenylation site necessary for protein production: By iFoldRNA, an AAUAAA-adjacent 16-nucleotide deletion brought the cleavage site into inaccessible neighboring secondary structures, while a 4-nucleotide deletion unfolded the downstream RNA polymerase II roadblock. SMAD4 RNA expression differed to control-derived RNA from resting and cycloheximide-stressed peripheral blood mononuclear cells. Patterns predicted the mutational site for an unrelated HHT/polyposis-affected individual, where a complex insertion was subsequently identified. In conclusion, we describe a functional rare variant type that impacts regulatory systems based on RNA polyadenylation. Extension of coding sequence-focused gene panels is required to capture these variants. Xiao and colleagues generated a filter to prioritize the ∼5 million gDNA variants/DNA from whole-genome sequencing. They identified distal 3′ UTR high-impact, non-coding, rare variants that were adjacent to RNA cleavage and polyadenylation sites, explained previously unsolved clinical phenotypes, and were functionally validated in the participants' peripheral blood mononuclear cells.
doi_str_mv 10.1016/j.ajhg.2023.09.005
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Since early WGS data analytic steps prioritize protein-coding sequences, to simultaneously prioritize variants in non-coding regions rich in transcribed and critical regulatory sequences, we developed GROFFFY, an analytic tool that integrates coordinates for regions with experimental evidence of functionality. Applied to WGS data from solved and unsolved hereditary hemorrhagic telangiectasia (HHT) recruits to the 100,000 Genomes Project, GROFFFY-based filtration reduced the mean number of variants/DNA from 4,867,167 to 21,486, without deleting disease-causal variants. In three unsolved cases (two related), GROFFFY identified ultra-rare deletions within the 3′ untranslated region (UTR) of the tumor suppressor SMAD4, where germline loss-of-function alleles cause combined HHT and colonic polyposis (MIM: 175050). Sited &gt;5.4 kb distal to coding DNA, the deletions did not modify or generate microRNA binding sites, but instead disrupted the sequence context of the final cleavage and polyadenylation site necessary for protein production: By iFoldRNA, an AAUAAA-adjacent 16-nucleotide deletion brought the cleavage site into inaccessible neighboring secondary structures, while a 4-nucleotide deletion unfolded the downstream RNA polymerase II roadblock. SMAD4 RNA expression differed to control-derived RNA from resting and cycloheximide-stressed peripheral blood mononuclear cells. Patterns predicted the mutational site for an unrelated HHT/polyposis-affected individual, where a complex insertion was subsequently identified. In conclusion, we describe a functional rare variant type that impacts regulatory systems based on RNA polyadenylation. Extension of coding sequence-focused gene panels is required to capture these variants. Xiao and colleagues generated a filter to prioritize the ∼5 million gDNA variants/DNA from whole-genome sequencing. They identified distal 3′ UTR high-impact, non-coding, rare variants that were adjacent to RNA cleavage and polyadenylation sites, explained previously unsolved clinical phenotypes, and were functionally validated in the participants' peripheral blood mononuclear cells.</description><identifier>ISSN: 0002-9297</identifier><identifier>EISSN: 1537-6605</identifier><identifier>DOI: 10.1016/j.ajhg.2023.09.005</identifier><identifier>PMID: 37816352</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>3′ untranslated region ; alternate exon use ; Base Sequence ; CADD score ; cleavage and polyadenylation site ; combined annotation-dependant depletion score ; CPA site ; cycloheximide ; DNA ; hereditary hemorrhagic telangiectasia ; Humans ; Leukocytes, Mononuclear - pathology ; Nucleotides ; PBMCs ; peripheral blood mononuclear cells ; Polyadenylation - genetics ; rare variant ; RNA ; Smad4 Protein - genetics ; Telangiectasia, Hereditary Hemorrhagic - genetics ; Whole Genome Sequencing</subject><ispartof>American journal of human genetics, 2023-11, Vol.110 (11), p.1903-1918</ispartof><rights>2023 The Authors</rights><rights>Copyright © 2023 The Authors. 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Sited &gt;5.4 kb distal to coding DNA, the deletions did not modify or generate microRNA binding sites, but instead disrupted the sequence context of the final cleavage and polyadenylation site necessary for protein production: By iFoldRNA, an AAUAAA-adjacent 16-nucleotide deletion brought the cleavage site into inaccessible neighboring secondary structures, while a 4-nucleotide deletion unfolded the downstream RNA polymerase II roadblock. SMAD4 RNA expression differed to control-derived RNA from resting and cycloheximide-stressed peripheral blood mononuclear cells. Patterns predicted the mutational site for an unrelated HHT/polyposis-affected individual, where a complex insertion was subsequently identified. In conclusion, we describe a functional rare variant type that impacts regulatory systems based on RNA polyadenylation. Extension of coding sequence-focused gene panels is required to capture these variants. Xiao and colleagues generated a filter to prioritize the ∼5 million gDNA variants/DNA from whole-genome sequencing. 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Sited &gt;5.4 kb distal to coding DNA, the deletions did not modify or generate microRNA binding sites, but instead disrupted the sequence context of the final cleavage and polyadenylation site necessary for protein production: By iFoldRNA, an AAUAAA-adjacent 16-nucleotide deletion brought the cleavage site into inaccessible neighboring secondary structures, while a 4-nucleotide deletion unfolded the downstream RNA polymerase II roadblock. SMAD4 RNA expression differed to control-derived RNA from resting and cycloheximide-stressed peripheral blood mononuclear cells. Patterns predicted the mutational site for an unrelated HHT/polyposis-affected individual, where a complex insertion was subsequently identified. In conclusion, we describe a functional rare variant type that impacts regulatory systems based on RNA polyadenylation. Extension of coding sequence-focused gene panels is required to capture these variants. 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subjects 3′ untranslated region
alternate exon use
Base Sequence
CADD score
cleavage and polyadenylation site
combined annotation-dependant depletion score
CPA site
cycloheximide
DNA
hereditary hemorrhagic telangiectasia
Humans
Leukocytes, Mononuclear - pathology
Nucleotides
PBMCs
peripheral blood mononuclear cells
Polyadenylation - genetics
rare variant
RNA
Smad4 Protein - genetics
Telangiectasia, Hereditary Hemorrhagic - genetics
Whole Genome Sequencing
title Functional filter for whole-genome sequencing data identifies HHT and stress-associated non-coding SMAD4 polyadenylation site variants >5 kb from coding DNA
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